338 search results - page 37 / 68 » A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clu... |
159
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CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
We propose an approach for learning visual models of object categories in an unsupervised manner in which we first build a large-scale complex network which captures the interacti...
252
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DLIB
2002
15 years 6 months ago
2002
In this article we present a method for retrieving documents from a digital library through a visual interface based on automatically generated concepts. We used a vocabulary gene...
200
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CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
Constructing a good graph to represent data structures is critical for many important machine learning tasks such as clustering and classification. This paper proposes a novel no...
212
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AI
2006
Springer
15 years 6 months ago
2006
Springer
This article presents and analyzes algorithms that systematically generate random Bayesian networks of varying difficulty levels, with respect to inference using tree clustering. ...
203
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SDM
2012
SIAM
13 years 8 months ago
2012
SIAM
The Knowledge Discovery Toolbox (KDT) enables domain experts to perform complex analyses of huge datasets on supercomputers using a high-level language without grappling with the ...